# Graph Report - .  (2026-04-19)

## Corpus Check
- Large corpus: 538 files · ~567,278 words. Semantic extraction will be expensive (many Claude tokens). Consider running on a subfolder, or use --no-semantic to run AST-only.

## Summary
- 3174 nodes · 3939 edges · 535 communities detected
- Extraction: 100% EXTRACTED · 0% INFERRED · 0% AMBIGUOUS
- Token cost: 0 input · 0 output

## Community Hubs (Navigation)
- [[_COMMUNITY_Scheduler Orchestrator|Scheduler Orchestrator]]
- [[_COMMUNITY_Hybrid Search Engine|Hybrid Search Engine]]
- [[_COMMUNITY_Async Task Queue|Async Task Queue]]
- [[_COMMUNITY_Performance Monitor|Performance Monitor]]
- [[_COMMUNITY_Cache Services|Cache Services]]
- [[_COMMUNITY_Search Quality Metrics|Search Quality Metrics]]
- [[_COMMUNITY_Ranking Engine|Ranking Engine]]
- [[_COMMUNITY_Reflexion Worker|Reflexion Worker]]
- [[_COMMUNITY_Triple Extraction|Triple Extraction]]
- [[_COMMUNITY_LLM Relation Extraction|LLM Relation Extraction]]
- [[_COMMUNITY_Relation Graph|Relation Graph]]
- [[_COMMUNITY_Knowledge Vault|Knowledge Vault]]
- [[_COMMUNITY_Core Memory Cache|Core Memory Cache]]
- [[_COMMUNITY_Semantic Memory Update|Semantic Memory Update]]
- [[_COMMUNITY_Spaced Repetition|Spaced Repetition]]
- [[_COMMUNITY_Vector Compatibility|Vector Compatibility]]
- [[_COMMUNITY_Performance Alerts|Performance Alerts]]
- [[_COMMUNITY_Priority Calculators|Priority Calculators]]
- [[_COMMUNITY_Performance Analyzers|Performance Analyzers]]
- [[_COMMUNITY_Community 19|Community 19]]
- [[_COMMUNITY_Community 20|Community 20]]
- [[_COMMUNITY_Community 21|Community 21]]
- [[_COMMUNITY_Community 22|Community 22]]
- [[_COMMUNITY_Community 23|Community 23]]
- [[_COMMUNITY_Community 24|Community 24]]
- [[_COMMUNITY_Community 25|Community 25]]
- [[_COMMUNITY_Community 26|Community 26]]
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- [[_COMMUNITY_Community 29|Community 29]]
- [[_COMMUNITY_Community 30|Community 30]]
- [[_COMMUNITY_Community 31|Community 31]]
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- [[_COMMUNITY_Community 33|Community 33]]
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- [[_COMMUNITY_Community 35|Community 35]]
- [[_COMMUNITY_Community 36|Community 36]]
- [[_COMMUNITY_Community 37|Community 37]]
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- [[_COMMUNITY_Community 530|Community 530]]
- [[_COMMUNITY_Community 531|Community 531]]
- [[_COMMUNITY_Community 532|Community 532]]
- [[_COMMUNITY_Community 533|Community 533]]
- [[_COMMUNITY_Community 534|Community 534]]

## God Nodes (most connected - your core abstractions)
1. `BatchScheduler` - 48 edges
2. `PerformanceMonitor` - 41 edges
3. `HybridSearchEngine` - 34 edges
4. `SearchRanking` - 30 edges
5. `ReflexionWorker` - 28 edges
6. `AsyncTaskQueue` - 26 edges
7. `RelationGraph` - 23 edges
8. `TripleExtractionService` - 23 edges
9. `CacheService` - 21 edges
10. `SemanticMemoryUpdateService` - 21 edges

## Surprising Connections (you probably didn't know these)
- None detected - all connections are within the same source files.

## Communities

### Community 0 - "Scheduler Orchestrator"
Cohesion: 0.08
Nodes (1): BatchScheduler

### Community 1 - "Hybrid Search Engine"
Cohesion: 0.07
Nodes (7): AdaptiveWeightCalculator, createHybridSearchEngine(), getHybridSearchEngine(), HybridSearchEngine, resolveQueryUnifiedEmbeddingForHybridSearch(), SearchError, SearchLogger

### Community 2 - "Async Task Queue"
Cohesion: 0.06
Nodes (3): AsyncTaskQueue, BatchProcessor, Worker

### Community 3 - "Performance Monitor"
Cohesion: 0.07
Nodes (1): PerformanceMonitor

### Community 4 - "Cache Services"
Cohesion: 0.1
Nodes (3): CacheService, EmbeddingCacheService, SearchCacheService

### Community 5 - "Search Quality Metrics"
Cohesion: 0.08
Nodes (22): calculateKendallTau(), calculateQualityDegradation(), calculateRanks(), calculateSpearmanRho(), calculateTopKRetention(), compareQualityWithGroundTruth(), detectAndAlertQualityDegradation(), detectQualityDegradation() (+14 more)

### Community 6 - "Ranking Engine"
Cohesion: 0.11
Nodes (1): SearchRanking

### Community 7 - "Reflexion Worker"
Cohesion: 0.12
Nodes (1): ReflexionWorker

### Community 8 - "Triple Extraction"
Cohesion: 0.13
Nodes (2): TokenBucketRateLimiter, TripleExtractionService

### Community 9 - "LLM Relation Extraction"
Cohesion: 0.15
Nodes (2): LLMBasedRelationExtractor, TokenBucketRateLimiter

### Community 10 - "Relation Graph"
Cohesion: 0.14
Nodes (1): RelationGraph

### Community 11 - "Knowledge Vault"
Cohesion: 0.13
Nodes (3): generateVaultId(), ImmutableDataError, KnowledgeVaultService

### Community 12 - "Core Memory Cache"
Cohesion: 0.13
Nodes (1): CoreMemoryCacheService

### Community 13 - "Semantic Memory Update"
Cohesion: 0.16
Nodes (2): generateId(), SemanticMemoryUpdateService

### Community 14 - "Spaced Repetition"
Cohesion: 0.13
Nodes (2): SpacedRepetitionFactory, SpacedRepetitionServiceImpl

### Community 15 - "Vector Compatibility"
Cohesion: 0.19
Nodes (1): VectorCompatibilityService

### Community 16 - "Performance Alerts"
Cohesion: 0.15
Nodes (1): PerformanceAlertService

### Community 17 - "Priority Calculators"
Cohesion: 0.12
Nodes (4): AdaptivePriorityCalculator, DefaultPriorityCalculator, TimeBasedPriorityCalculator, WeightedPriorityCalculator

### Community 18 - "Performance Analyzers"
Cohesion: 0.16
Nodes (4): AdaptivePerformanceAnalyzer, DefaultPerformanceAnalyzer, DetailedPerformanceAnalyzer, PredictivePerformanceAnalyzer

### Community 19 - "Community 19"
Cohesion: 0.14
Nodes (4): AdaptiveOptimalIntervalRecommender, DefaultOptimalIntervalRecommender, EnsembleOptimalIntervalRecommender, MLBasedOptimalIntervalRecommender

### Community 20 - "Community 20"
Cohesion: 0.19
Nodes (1): EmbeddingMigrationService

### Community 21 - "Community 21"
Cohesion: 0.16
Nodes (1): DatabaseOptimizer

### Community 22 - "Community 22"
Cohesion: 0.28
Nodes (5): DatabaseUtils, getErrorMessage(), getErrorName(), getSqliteErrorCode(), log()

### Community 23 - "Community 23"
Cohesion: 0.22
Nodes (1): LLMClientInitializer

### Community 24 - "Community 24"
Cohesion: 0.19
Nodes (6): getSpacedRepetitionService(), initializeSpacedRepetition(), initializeSpacedRepetitionWithDefaults(), isSpacedRepetitionInitialized(), resetSpacedRepetition(), SpacedRepetitionContainer

### Community 25 - "Community 25"
Cohesion: 0.18
Nodes (4): percentile95Sorted(), periodCutoffIso(), rolling24hCutoffIso(), TelemetryRepository

### Community 26 - "Community 26"
Cohesion: 0.2
Nodes (2): CoreMemoryService, generateCoreId()

### Community 27 - "Community 27"
Cohesion: 0.14
Nodes (1): KnowledgeVaultRepository

### Community 28 - "Community 28"
Cohesion: 0.2
Nodes (1): EmbeddingProviderFactory

### Community 29 - "Community 29"
Cohesion: 0.14
Nodes (2): MockDatabase, MockPreparedStatement

### Community 30 - "Community 30"
Cohesion: 0.19
Nodes (1): AnchorSearchService

### Community 31 - "Community 31"
Cohesion: 0.15
Nodes (3): AdaptiveReviewScheduler, DefaultReviewScheduler, PriorityBasedReviewScheduler

### Community 32 - "Community 32"
Cohesion: 0.2
Nodes (2): normalizeProviderFilter(), RecallTool

### Community 33 - "Community 33"
Cohesion: 0.19
Nodes (1): ForgetTool

### Community 34 - "Community 34"
Cohesion: 0.2
Nodes (1): TripleExtractor

### Community 35 - "Community 35"
Cohesion: 0.18
Nodes (1): MiniLMEmbeddingService

### Community 36 - "Community 36"
Cohesion: 0.2
Nodes (1): LightweightEmbeddingService

### Community 37 - "Community 37"
Cohesion: 0.21
Nodes (1): OpenAIEmbeddingService

### Community 38 - "Community 38"
Cohesion: 0.21
Nodes (1): FailureDetector

### Community 39 - "Community 39"
Cohesion: 0.2
Nodes (1): ToolRegistry

### Community 40 - "Community 40"
Cohesion: 0.21
Nodes (1): MigrationLogger

### Community 41 - "Community 41"
Cohesion: 0.17
Nodes (2): convertAlwaysLoad(), CoreMemoryRepositorySqliteImpl

### Community 42 - "Community 42"
Cohesion: 0.17
Nodes (1): VectorSearchEngine

### Community 43 - "Community 43"
Cohesion: 0.23
Nodes (1): ForgettingPolicyService

### Community 44 - "Community 44"
Cohesion: 0.2
Nodes (1): EmbeddingService

### Community 45 - "Community 45"
Cohesion: 0.23
Nodes (1): UnifiedEmbeddingService

### Community 46 - "Community 46"
Cohesion: 0.23
Nodes (1): MetaMemoryStatsSchemaMigration

### Community 47 - "Community 47"
Cohesion: 0.25
Nodes (1): FTS5ReflectionNotesMigration

### Community 48 - "Community 48"
Cohesion: 0.13
Nodes (7): AnchorError, AnchorNotFoundError, DatabaseValidationError, EmbeddingNotFoundError, MemoryNotFoundError, ServiceNotInitializedError, VectorDimensionMismatchError

### Community 49 - "Community 49"
Cohesion: 0.21
Nodes (1): SearchEngine

### Community 50 - "Community 50"
Cohesion: 0.16
Nodes (1): VectorSearchFacade

### Community 51 - "Community 51"
Cohesion: 0.13
Nodes (1): SpacedRepetitionAlgorithmRefactored

### Community 52 - "Community 52"
Cohesion: 0.15
Nodes (1): TelemetryService

### Community 53 - "Community 53"
Cohesion: 0.22
Nodes (1): MetaMemoryService

### Community 54 - "Community 54"
Cohesion: 0.23
Nodes (1): MemoryEmbeddingService

### Community 55 - "Community 55"
Cohesion: 0.19
Nodes (1): ErrorLoggingService

### Community 56 - "Community 56"
Cohesion: 0.14
Nodes (2): handleFailure(), logError()

### Community 57 - "Community 57"
Cohesion: 0.23
Nodes (1): ConsolidationScoreFieldsMigration

### Community 58 - "Community 58"
Cohesion: 0.15
Nodes (1): JobQueue

### Community 59 - "Community 59"
Cohesion: 0.2
Nodes (1): MockCoreMemoryRepository

### Community 60 - "Community 60"
Cohesion: 0.27
Nodes (1): RelationQualityValidator

### Community 61 - "Community 61"
Cohesion: 0.23
Nodes (1): GeminiEmbeddingService

### Community 62 - "Community 62"
Cohesion: 0.16
Nodes (1): QualityAssuranceService

### Community 63 - "Community 63"
Cohesion: 0.22
Nodes (7): generateSampleEmbeddings(), generateSampleMemoryItems(), generateScenarioBasedTestData(), generateSeededEmbeddings(), initializeTestDatabase(), SeededRandom, seedTestDatabase()

### Community 64 - "Community 64"
Cohesion: 0.27
Nodes (11): buildExactMatchQuery(), calculateSimilarity(), determineMergeStrategy(), extractProceduralMemory(), extractSkillName(), extractSteps(), extractWorkflowName(), generateTriggerConditions() (+3 more)

### Community 65 - "Community 65"
Cohesion: 0.19
Nodes (1): AnchorManager

### Community 66 - "Community 66"
Cohesion: 0.15
Nodes (4): HybridSearchFactory, MockAdaptiveWeightCalculator, MockSearchLogger, MockSearchResultCombiner

### Community 67 - "Community 67"
Cohesion: 0.28
Nodes (1): ForgettingAlgorithm

### Community 68 - "Community 68"
Cohesion: 0.18
Nodes (3): AdaptiveIntervalStrategy, ConservativeIntervalStrategy, DefaultIntervalStrategy

### Community 69 - "Community 69"
Cohesion: 0.24
Nodes (1): UnpinTool

### Community 70 - "Community 70"
Cohesion: 0.32
Nodes (1): ConsolidationScoreWorker

### Community 71 - "Community 71"
Cohesion: 0.29
Nodes (1): WalCheckpointScheduler

### Community 72 - "Community 72"
Cohesion: 0.26
Nodes (1): MigrationMonitorService

### Community 73 - "Community 73"
Cohesion: 0.27
Nodes (1): RelationEngineSchemaMigration

### Community 74 - "Community 74"
Cohesion: 0.2
Nodes (2): SqliteCoreMemoryAdapter, SqliteCoreMemoryPreparedStatement

### Community 75 - "Community 75"
Cohesion: 0.18
Nodes (1): NHopSearchService

### Community 76 - "Community 76"
Cohesion: 0.27
Nodes (1): VectorSearchRepositoryImpl

### Community 77 - "Community 77"
Cohesion: 0.26
Nodes (1): SpacedRepetitionAlgorithm

### Community 78 - "Community 78"
Cohesion: 0.2
Nodes (3): AdaptiveRecallProbabilityCalculator, DefaultRecallProbabilityCalculator, EnhancedRecallProbabilityCalculator

### Community 79 - "Community 79"
Cohesion: 0.27
Nodes (1): PinTool

### Community 80 - "Community 80"
Cohesion: 0.31
Nodes (1): AriGraphSchemaExpansionMigration

### Community 81 - "Community 81"
Cohesion: 0.27
Nodes (1): ProceduralMemoryEnhancementMigration

### Community 82 - "Community 82"
Cohesion: 0.33
Nodes (1): AddCoreMemoryVersionMigration

### Community 83 - "Community 83"
Cohesion: 0.27
Nodes (1): QualityAssuranceSchemaMigration

### Community 84 - "Community 84"
Cohesion: 0.29
Nodes (1): TripleExtractionBatchJob

### Community 85 - "Community 85"
Cohesion: 0.35
Nodes (9): getMigrationStatus(), initializeMigrationStatusTable(), isMigrationCompleted(), isMigrationFailed(), isValidStatusTransition(), loadMigrationStatusToConfig(), prepareMigrationRetry(), setMigrationStatus() (+1 more)

### Community 86 - "Community 86"
Cohesion: 0.24
Nodes (1): TripleCacheService

### Community 87 - "Community 87"
Cohesion: 0.25
Nodes (1): LoggingHelper

### Community 88 - "Community 88"
Cohesion: 0.18
Nodes (1): AnchorCacheService

### Community 89 - "Community 89"
Cohesion: 0.35
Nodes (1): VectorSearchService

### Community 90 - "Community 90"
Cohesion: 0.25
Nodes (6): ConsolidationAlreadyRunningError, cosineSimilarity(), getMergeSimilarityThreshold(), mergeOriginSourceJson(), newSemanticId(), SleepConsolidationService

### Community 91 - "Community 91"
Cohesion: 0.27
Nodes (2): ModelAvailabilityService, now()

### Community 92 - "Community 92"
Cohesion: 0.36
Nodes (1): QualityMetricsCollector

### Community 93 - "Community 93"
Cohesion: 0.22
Nodes (3): calculateDCG(), calculateIDCG(), calculateNDCGAtK()

### Community 94 - "Community 94"
Cohesion: 0.36
Nodes (5): getCurrentLogLevel(), getTimestamp(), MCPLoggerStub, safeStderrWrite(), shouldLog()

### Community 95 - "Community 95"
Cohesion: 0.36
Nodes (1): ConsolidationScoreService

### Community 96 - "Community 96"
Cohesion: 0.29
Nodes (2): MigrationHistoryService, normalizeDate()

### Community 97 - "Community 97"
Cohesion: 0.29
Nodes (1): DatabaseLockMonitor

### Community 98 - "Community 98"
Cohesion: 0.22
Nodes (1): SchemaVersionManager

### Community 99 - "Community 99"
Cohesion: 0.31
Nodes (1): MirixSchemaExpansionMigration

### Community 100 - "Community 100"
Cohesion: 0.24
Nodes (1): WriteCoalescingManager

### Community 101 - "Community 101"
Cohesion: 0.33
Nodes (7): resolveBoolean(), resolveEnv(), resolveNumber(), resolveOptionalNumber(), resolveOptionalString(), resolveString(), toArray()

### Community 102 - "Community 102"
Cohesion: 0.22
Nodes (1): VectorSearchContainer

### Community 103 - "Community 103"
Cohesion: 0.29
Nodes (1): RememberTool

### Community 104 - "Community 104"
Cohesion: 0.33
Nodes (1): MemoryInjectionPrompt

### Community 105 - "Community 105"
Cohesion: 0.22
Nodes (1): ConsolidationRepository

### Community 106 - "Community 106"
Cohesion: 0.29
Nodes (1): PredicateCanonicalizer

### Community 107 - "Community 107"
Cohesion: 0.33
Nodes (2): escapeHtml(), QualityReporter

### Community 108 - "Community 108"
Cohesion: 0.36
Nodes (1): TripleExtractionLogger

### Community 109 - "Community 109"
Cohesion: 0.31
Nodes (1): MigrationRunner

### Community 110 - "Community 110"
Cohesion: 0.25
Nodes (1): BackupManager

### Community 111 - "Community 111"
Cohesion: 0.33
Nodes (1): AnchorTableMigration

### Community 112 - "Community 112"
Cohesion: 0.36
Nodes (1): FactMetadataFieldsMigration

### Community 113 - "Community 113"
Cohesion: 0.39
Nodes (1): MemoryItemIsConsolidatedMigration

### Community 114 - "Community 114"
Cohesion: 0.39
Nodes (1): TripleExtractionFieldsMigration

### Community 115 - "Community 115"
Cohesion: 0.42
Nodes (1): FeedbackEventAttributionMigration

### Community 116 - "Community 116"
Cohesion: 0.33
Nodes (1): ProceduralVersionIndexesMigration

### Community 117 - "Community 117"
Cohesion: 0.36
Nodes (1): MemoryItemAttributionMigration

### Community 118 - "Community 118"
Cohesion: 0.36
Nodes (1): KgTripleTableMigration

### Community 119 - "Community 119"
Cohesion: 0.39
Nodes (1): SoftDeleteFieldsMigration

### Community 120 - "Community 120"
Cohesion: 0.36
Nodes (1): MemoryItemOwnerIdMigration

### Community 121 - "Community 121"
Cohesion: 0.25
Nodes (1): RetryManager

### Community 122 - "Community 122"
Cohesion: 0.36
Nodes (1): FileLogger

### Community 123 - "Community 123"
Cohesion: 0.28
Nodes (3): convertMemoryRowToItem(), isMemoryType(), isPrivacyScope()

### Community 124 - "Community 124"
Cohesion: 0.31
Nodes (1): LoggingRateLimiter

### Community 125 - "Community 125"
Cohesion: 0.31
Nodes (4): buildLogMessage(), formatTime(), logToStderr(), safeStringify()

### Community 126 - "Community 126"
Cohesion: 0.36
Nodes (7): canonicalizeHttpBindHostForListen(), formatHttpBindHostForUrl(), getMementoHttpSecurityStartupViolationMessage(), isHttpBindHostRemotelyReachable(), isIpv4Loopback127Block(), isIpv4MappedLoopback(), MementoHttpSecurityStartupError

### Community 127 - "Community 127"
Cohesion: 0.22
Nodes (0): 

### Community 128 - "Community 128"
Cohesion: 0.36
Nodes (1): LlmProceduralExtractor

### Community 129 - "Community 129"
Cohesion: 0.22
Nodes (1): MockUnifiedEmbeddingService

### Community 130 - "Community 130"
Cohesion: 0.39
Nodes (1): RuleBasedRelationExtractor

### Community 131 - "Community 131"
Cohesion: 0.36
Nodes (1): EntityLinker

### Community 132 - "Community 132"
Cohesion: 0.33
Nodes (1): QualityThresholdManager

### Community 133 - "Community 133"
Cohesion: 0.28
Nodes (1): QualityEvaluator

### Community 134 - "Community 134"
Cohesion: 0.42
Nodes (6): loadBenchmarkCorpus(), loadBenchmarkGroundTruth(), loadBenchmarkManifest(), loadBenchmarkQueries(), readJsonFile(), resolveBenchmarkDir()

### Community 135 - "Community 135"
Cohesion: 0.5
Nodes (7): addMissingColumn(), closeDatabase(), ensureLegacySchema(), initializeDatabase(), log(), populateVecTables(), recordBundledSchemaSqlMigrationBaseline()

### Community 136 - "Community 136"
Cohesion: 0.39
Nodes (1): ProcessAttributeTableMigration

### Community 137 - "Community 137"
Cohesion: 0.39
Nodes (1): TelemetryEventsEventTypeCreatedAtIndexMigration

### Community 138 - "Community 138"
Cohesion: 0.39
Nodes (1): FixTfidfDimensionTriggerMigration

### Community 139 - "Community 139"
Cohesion: 0.43
Nodes (1): FeedbackEventScoreBreakdownMigration

### Community 140 - "Community 140"
Cohesion: 0.43
Nodes (1): FeedbackEventCommentMigration

### Community 141 - "Community 141"
Cohesion: 0.43
Nodes (1): ProceduralVersionFieldsMigration

### Community 142 - "Community 142"
Cohesion: 0.39
Nodes (1): FeedbackEventMemoryCreatedAtIndexMigration

### Community 143 - "Community 143"
Cohesion: 0.29
Nodes (2): escapeDotString(), RelationVisualizer

### Community 144 - "Community 144"
Cohesion: 0.46
Nodes (6): getObjectSize(), limitArraySize(), mergeReflectionNotes(), normalizeNewReflectionNotes(), validateAndCleanupTotalSize(), validateSingleObjectSize()

### Community 145 - "Community 145"
Cohesion: 0.5
Nodes (2): isPIIMaskingEnabled(), PIIMasker

### Community 146 - "Community 146"
Cohesion: 0.25
Nodes (0): 

### Community 147 - "Community 147"
Cohesion: 0.25
Nodes (1): LocalSearchService

### Community 148 - "Community 148"
Cohesion: 0.32
Nodes (1): ProceduralMemoryMatcher

### Community 149 - "Community 149"
Cohesion: 0.29
Nodes (2): MemoryNeighborService, MemoryNotFoundError

### Community 150 - "Community 150"
Cohesion: 0.36
Nodes (1): RelationExtractor

### Community 151 - "Community 151"
Cohesion: 0.32
Nodes (1): TripleExtractionStatisticsService

### Community 152 - "Community 152"
Cohesion: 0.29
Nodes (1): AlertNotificationService

### Community 153 - "Community 153"
Cohesion: 0.32
Nodes (1): QualityRecorder

### Community 154 - "Community 154"
Cohesion: 0.43
Nodes (1): MigrationDetector

### Community 155 - "Community 155"
Cohesion: 0.43
Nodes (1): BackfillKgTripleFromMemoryItemMigration

### Community 156 - "Community 156"
Cohesion: 0.29
Nodes (0): 

### Community 157 - "Community 157"
Cohesion: 0.48
Nodes (6): computeJsonHash(), computeReflectionNotesCount(), createProceduralMemorySnapshot(), hasProceduralMemoryChanged(), isEqual(), normalizeJson()

### Community 158 - "Community 158"
Cohesion: 0.48
Nodes (5): containsPathTraversal(), getAllowedDirs(), isAbsolutePath(), isWithinAllowedDirs(), validateFilePath()

### Community 159 - "Community 159"
Cohesion: 0.38
Nodes (1): PromptTemplateLoader

### Community 160 - "Community 160"
Cohesion: 0.29
Nodes (1): QueryFilterService

### Community 161 - "Community 161"
Cohesion: 0.29
Nodes (2): MigrationValidator, VectorSearchEngineMigration

### Community 162 - "Community 162"
Cohesion: 0.38
Nodes (1): VectorPerformanceTester

### Community 163 - "Community 163"
Cohesion: 0.33
Nodes (1): VectorIndexManager

### Community 164 - "Community 164"
Cohesion: 0.38
Nodes (3): parseJsonArray(), ProcessAttributeRepository, stringifyJsonArray()

### Community 165 - "Community 165"
Cohesion: 0.33
Nodes (1): FeedbackRepository

### Community 166 - "Community 166"
Cohesion: 0.38
Nodes (1): SemanticMemoryStatisticsService

### Community 167 - "Community 167"
Cohesion: 0.48
Nodes (1): ClusteringService

### Community 168 - "Community 168"
Cohesion: 0.33
Nodes (2): createMockEmbeddingService(), getMockEmbeddingFunctions()

### Community 169 - "Community 169"
Cohesion: 0.38
Nodes (3): executeTool(), resolveTelemetryOwnerId(), telemetryParamsContext()

### Community 170 - "Community 170"
Cohesion: 0.53
Nodes (1): DependencyValidator

### Community 171 - "Community 171"
Cohesion: 0.33
Nodes (1): TestMigration

### Community 172 - "Community 172"
Cohesion: 0.33
Nodes (0): 

### Community 173 - "Community 173"
Cohesion: 0.33
Nodes (1): FlipConsolidationRelationDirectionsMigration

### Community 174 - "Community 174"
Cohesion: 0.33
Nodes (1): TelemetryDailyMetricsMigration

### Community 175 - "Community 175"
Cohesion: 0.33
Nodes (1): TelemetryEventsMigration

### Community 176 - "Community 176"
Cohesion: 0.33
Nodes (0): 

### Community 177 - "Community 177"
Cohesion: 0.33
Nodes (1): ExampleMigration

### Community 178 - "Community 178"
Cohesion: 0.33
Nodes (1): HealthChecker

### Community 179 - "Community 179"
Cohesion: 0.47
Nodes (3): validateProceduralMemoryFields(), validateTriggerConditions(), validateWorkflowOrSkillName()

### Community 180 - "Community 180"
Cohesion: 0.33
Nodes (1): CacheKeyGenerator

### Community 181 - "Community 181"
Cohesion: 0.53
Nodes (4): getRankingWeights(), loadRankingWeights(), resolveRankingWeightsFilePath(), validateRankingWeights()

### Community 182 - "Community 182"
Cohesion: 0.53
Nodes (4): getRetryOptions(), loadRetryOptions(), validateRetryConfig(), validateRetryOptions()

### Community 183 - "Community 183"
Cohesion: 0.33
Nodes (1): VectorSearchFactory

### Community 184 - "Community 184"
Cohesion: 0.47
Nodes (1): VectorPerformanceRepositoryImpl

### Community 185 - "Community 185"
Cohesion: 0.47
Nodes (2): generateId(), KgTripleRepository

### Community 186 - "Community 186"
Cohesion: 0.47
Nodes (2): FeedbackTool, normalizeFeedbackCreatedAtToIso()

### Community 187 - "Community 187"
Cohesion: 0.53
Nodes (1): SummarizationService

### Community 188 - "Community 188"
Cohesion: 0.47
Nodes (3): ExtractTriplesTool, normalizeChunkOverlapForPipeline(), resolveExtractTriplesOwner()

### Community 189 - "Community 189"
Cohesion: 0.47
Nodes (3): chunkSucceeded(), failureMessageFromResult(), TriplePipelineOrchestrator

### Community 190 - "Community 190"
Cohesion: 0.6
Nodes (5): executePerformanceAlerts(), handleList(), handleResolve(), handleSearch(), handleStats()

### Community 191 - "Community 191"
Cohesion: 0.47
Nodes (1): RuntimeDiagnosticsLogger

### Community 192 - "Community 192"
Cohesion: 0.47
Nodes (1): MigrateEmbeddingsTool

### Community 193 - "Community 193"
Cohesion: 0.4
Nodes (0): 

### Community 194 - "Community 194"
Cohesion: 0.4
Nodes (0): 

### Community 195 - "Community 195"
Cohesion: 0.4
Nodes (0): 

### Community 196 - "Community 196"
Cohesion: 0.4
Nodes (0): 

### Community 197 - "Community 197"
Cohesion: 0.4
Nodes (0): 

### Community 198 - "Community 198"
Cohesion: 0.4
Nodes (0): 

### Community 199 - "Community 199"
Cohesion: 0.4
Nodes (0): 

### Community 200 - "Community 200"
Cohesion: 0.5
Nodes (2): normalizeReflectionNoteObject(), normalizeReflectionNotes()

### Community 201 - "Community 201"
Cohesion: 0.4
Nodes (0): 

### Community 202 - "Community 202"
Cohesion: 0.5
Nodes (2): getStopWords(), isStopWord()

### Community 203 - "Community 203"
Cohesion: 0.4
Nodes (0): 

### Community 204 - "Community 204"
Cohesion: 0.4
Nodes (0): 

### Community 205 - "Community 205"
Cohesion: 0.4
Nodes (0): 

### Community 206 - "Community 206"
Cohesion: 0.5
Nodes (1): QueryFilterStrategy

### Community 207 - "Community 207"
Cohesion: 0.5
Nodes (1): NHopSearchStrategy

### Community 208 - "Community 208"
Cohesion: 0.4
Nodes (1): FallbackSearchService

### Community 209 - "Community 209"
Cohesion: 0.5
Nodes (1): FallbackStrategy

### Community 210 - "Community 210"
Cohesion: 0.6
Nodes (3): computeNormalizationRange(), selectScore(), VectorSearchResultNormalizer

### Community 211 - "Community 211"
Cohesion: 0.7
Nodes (4): makeConsolidationQuality(), makeContext(), makeMemoryQuality(), makeSearchQuality()

### Community 212 - "Community 212"
Cohesion: 0.4
Nodes (0): 

### Community 213 - "Community 213"
Cohesion: 0.4
Nodes (1): IntrospectionScanCache

### Community 214 - "Community 214"
Cohesion: 0.4
Nodes (1): FailingRepo

### Community 215 - "Community 215"
Cohesion: 0.6
Nodes (1): TripleParser

### Community 216 - "Community 216"
Cohesion: 0.4
Nodes (0): 

### Community 217 - "Community 217"
Cohesion: 0.5
Nodes (0): 

### Community 218 - "Community 218"
Cohesion: 0.83
Nodes (3): createServerContext(), createToolContext(), createToolContextFromServerContext()

### Community 219 - "Community 219"
Cohesion: 0.5
Nodes (1): DatabaseOptimizeTool

### Community 220 - "Community 220"
Cohesion: 0.5
Nodes (0): 

### Community 221 - "Community 221"
Cohesion: 0.5
Nodes (0): 

### Community 222 - "Community 222"
Cohesion: 0.5
Nodes (0): 

### Community 223 - "Community 223"
Cohesion: 0.5
Nodes (0): 

### Community 224 - "Community 224"
Cohesion: 0.5
Nodes (1): RelationValidatorExecutor

### Community 225 - "Community 225"
Cohesion: 0.5
Nodes (1): QualityMeasurementBatchJob

### Community 226 - "Community 226"
Cohesion: 0.5
Nodes (1): SleepConsolidationBatchJob

### Community 227 - "Community 227"
Cohesion: 0.5
Nodes (1): TelemetryCleanupBatchJob

### Community 228 - "Community 228"
Cohesion: 0.83
Nodes (3): isTestEnvironment(), isValidationDisabled(), isValidConfigurationEnvironment()

### Community 229 - "Community 229"
Cohesion: 0.67
Nodes (2): validateReflectionNote(), validateReflectionNotes()

### Community 230 - "Community 230"
Cohesion: 0.5
Nodes (0): 

### Community 231 - "Community 231"
Cohesion: 0.5
Nodes (1): SearchLocalTool

### Community 232 - "Community 232"
Cohesion: 0.5
Nodes (1): GetAnchorTool

### Community 233 - "Community 233"
Cohesion: 0.5
Nodes (1): SetAnchorTool

### Community 234 - "Community 234"
Cohesion: 0.5
Nodes (1): ClearAnchorTool

### Community 235 - "Community 235"
Cohesion: 0.5
Nodes (1): RestoreAnchorsTool

### Community 236 - "Community 236"
Cohesion: 0.5
Nodes (1): SearchResultCombiner

### Community 237 - "Community 237"
Cohesion: 0.67
Nodes (2): computeProcessAttributeFit(), toSet()

### Community 238 - "Community 238"
Cohesion: 0.5
Nodes (1): ForgettingStatsTool

### Community 239 - "Community 239"
Cohesion: 0.5
Nodes (1): GetTelemetrySummaryTool

### Community 240 - "Community 240"
Cohesion: 0.5
Nodes (1): GetMemoryNeighborsTool

### Community 241 - "Community 241"
Cohesion: 0.5
Nodes (1): ProceduralRollbackTool

### Community 242 - "Community 242"
Cohesion: 0.5
Nodes (1): CleanupMemoryTool

### Community 243 - "Community 243"
Cohesion: 0.5
Nodes (1): ConvertEpisodicToSemanticTool

### Community 244 - "Community 244"
Cohesion: 0.5
Nodes (1): ProceduralDiffTool

### Community 245 - "Community 245"
Cohesion: 0.5
Nodes (1): GetIntrospectionSummaryTool

### Community 246 - "Community 246"
Cohesion: 0.5
Nodes (1): RememberProcedureTool

### Community 247 - "Community 247"
Cohesion: 0.5
Nodes (0): 

### Community 248 - "Community 248"
Cohesion: 0.83
Nodes (3): computeProceduralDiff(), fieldDiff(), parseStepsJson()

### Community 249 - "Community 249"
Cohesion: 0.5
Nodes (0): 

### Community 250 - "Community 250"
Cohesion: 0.5
Nodes (1): GetRelationsTool

### Community 251 - "Community 251"
Cohesion: 0.5
Nodes (1): VisualizeRelationsTool

### Community 252 - "Community 252"
Cohesion: 0.5
Nodes (1): RemoveRelationTool

### Community 253 - "Community 253"
Cohesion: 0.5
Nodes (1): ExtractRelationsTool

### Community 254 - "Community 254"
Cohesion: 0.5
Nodes (1): AddRelationTool

### Community 255 - "Community 255"
Cohesion: 0.5
Nodes (0): 

### Community 256 - "Community 256"
Cohesion: 0.67
Nodes (2): createBulkMemories(), createTestMemory()

### Community 257 - "Community 257"
Cohesion: 0.5
Nodes (1): TripleNormalizer

### Community 258 - "Community 258"
Cohesion: 0.5
Nodes (0): 

### Community 259 - "Community 259"
Cohesion: 0.5
Nodes (1): GetMetaMemoryStatsTool

### Community 260 - "Community 260"
Cohesion: 0.5
Nodes (1): PerformanceStatsTool

### Community 261 - "Community 261"
Cohesion: 0.5
Nodes (0): 

### Community 262 - "Community 262"
Cohesion: 0.5
Nodes (0): 

### Community 263 - "Community 263"
Cohesion: 0.5
Nodes (0): 

### Community 264 - "Community 264"
Cohesion: 0.5
Nodes (0): 

### Community 265 - "Community 265"
Cohesion: 0.83
Nodes (3): createSeededBenchmarkDatabase(), normalizeMemoryType(), seedOneCorpusRow()

### Community 266 - "Community 266"
Cohesion: 0.5
Nodes (0): 

### Community 267 - "Community 267"
Cohesion: 0.67
Nodes (0): 

### Community 268 - "Community 268"
Cohesion: 0.67
Nodes (0): 

### Community 269 - "Community 269"
Cohesion: 1.0
Nodes (2): addMissingColumn(), ensureMemoryItemTripleExtractionColumns()

### Community 270 - "Community 270"
Cohesion: 0.67
Nodes (0): 

### Community 271 - "Community 271"
Cohesion: 0.67
Nodes (0): 

### Community 272 - "Community 272"
Cohesion: 0.67
Nodes (0): 

### Community 273 - "Community 273"
Cohesion: 1.0
Nodes (2): getVectorTableName(), validateTableName()

### Community 274 - "Community 274"
Cohesion: 1.0
Nodes (2): issue(), validateConfiguration()

### Community 275 - "Community 275"
Cohesion: 0.67
Nodes (0): 

### Community 276 - "Community 276"
Cohesion: 0.67
Nodes (0): 

### Community 277 - "Community 277"
Cohesion: 0.67
Nodes (0): 

### Community 278 - "Community 278"
Cohesion: 0.67
Nodes (0): 

### Community 279 - "Community 279"
Cohesion: 0.67
Nodes (0): 

### Community 280 - "Community 280"
Cohesion: 0.67
Nodes (0): 

### Community 281 - "Community 281"
Cohesion: 0.67
Nodes (1): MetaMemoryIntrospectionService

### Community 282 - "Community 282"
Cohesion: 1.0
Nodes (2): generateMemoryId(), rollbackToVersion()

### Community 283 - "Community 283"
Cohesion: 0.67
Nodes (0): 

### Community 284 - "Community 284"
Cohesion: 0.67
Nodes (0): 

### Community 285 - "Community 285"
Cohesion: 0.67
Nodes (0): 

### Community 286 - "Community 286"
Cohesion: 0.67
Nodes (0): 

### Community 287 - "Community 287"
Cohesion: 0.67
Nodes (0): 

### Community 288 - "Community 288"
Cohesion: 1.0
Nodes (2): mergeTripleLists(), tripleDedupeKey()

### Community 289 - "Community 289"
Cohesion: 0.67
Nodes (0): 

### Community 290 - "Community 290"
Cohesion: 1.0
Nodes (2): createMetrics(), toBytes()

### Community 291 - "Community 291"
Cohesion: 1.0
Nodes (2): buildBenchmarkCorpus(), normalizeTags()

### Community 292 - "Community 292"
Cohesion: 0.67
Nodes (0): 

### Community 293 - "Community 293"
Cohesion: 1.0
Nodes (0): 

### Community 294 - "Community 294"
Cohesion: 1.0
Nodes (0): 

### Community 295 - "Community 295"
Cohesion: 1.0
Nodes (0): 

### Community 296 - "Community 296"
Cohesion: 1.0
Nodes (0): 

### Community 297 - "Community 297"
Cohesion: 1.0
Nodes (0): 

### Community 298 - "Community 298"
Cohesion: 1.0
Nodes (0): 

### Community 299 - "Community 299"
Cohesion: 1.0
Nodes (0): 

### Community 300 - "Community 300"
Cohesion: 1.0
Nodes (0): 

### Community 301 - "Community 301"
Cohesion: 1.0
Nodes (0): 

### Community 302 - "Community 302"
Cohesion: 1.0
Nodes (0): 

### Community 303 - "Community 303"
Cohesion: 1.0
Nodes (0): 

### Community 304 - "Community 304"
Cohesion: 1.0
Nodes (0): 

### Community 305 - "Community 305"
Cohesion: 1.0
Nodes (0): 

### Community 306 - "Community 306"
Cohesion: 1.0
Nodes (0): 

### Community 307 - "Community 307"
Cohesion: 1.0
Nodes (0): 

### Community 308 - "Community 308"
Cohesion: 1.0
Nodes (0): 

### Community 309 - "Community 309"
Cohesion: 1.0
Nodes (0): 

### Community 310 - "Community 310"
Cohesion: 1.0
Nodes (0): 

### Community 311 - "Community 311"
Cohesion: 1.0
Nodes (0): 

### Community 312 - "Community 312"
Cohesion: 1.0
Nodes (0): 

### Community 313 - "Community 313"
Cohesion: 1.0
Nodes (0): 

### Community 314 - "Community 314"
Cohesion: 1.0
Nodes (0): 

### Community 315 - "Community 315"
Cohesion: 1.0
Nodes (0): 

### Community 316 - "Community 316"
Cohesion: 1.0
Nodes (0): 

### Community 317 - "Community 317"
Cohesion: 1.0
Nodes (0): 

### Community 318 - "Community 318"
Cohesion: 1.0
Nodes (0): 

### Community 319 - "Community 319"
Cohesion: 1.0
Nodes (0): 

### Community 320 - "Community 320"
Cohesion: 1.0
Nodes (0): 

### Community 321 - "Community 321"
Cohesion: 1.0
Nodes (0): 

### Community 322 - "Community 322"
Cohesion: 1.0
Nodes (0): 

### Community 323 - "Community 323"
Cohesion: 1.0
Nodes (0): 

### Community 324 - "Community 324"
Cohesion: 1.0
Nodes (0): 

### Community 325 - "Community 325"
Cohesion: 1.0
Nodes (0): 

### Community 326 - "Community 326"
Cohesion: 1.0
Nodes (0): 

### Community 327 - "Community 327"
Cohesion: 1.0
Nodes (0): 

### Community 328 - "Community 328"
Cohesion: 1.0
Nodes (0): 

### Community 329 - "Community 329"
Cohesion: 1.0
Nodes (0): 

### Community 330 - "Community 330"
Cohesion: 1.0
Nodes (0): 

### Community 331 - "Community 331"
Cohesion: 1.0
Nodes (0): 

### Community 332 - "Community 332"
Cohesion: 1.0
Nodes (0): 

### Community 333 - "Community 333"
Cohesion: 1.0
Nodes (0): 

### Community 334 - "Community 334"
Cohesion: 1.0
Nodes (0): 

### Community 335 - "Community 335"
Cohesion: 1.0
Nodes (0): 

### Community 336 - "Community 336"
Cohesion: 1.0
Nodes (0): 

### Community 337 - "Community 337"
Cohesion: 1.0
Nodes (0): 

### Community 338 - "Community 338"
Cohesion: 1.0
Nodes (0): 

### Community 339 - "Community 339"
Cohesion: 1.0
Nodes (0): 

### Community 340 - "Community 340"
Cohesion: 1.0
Nodes (0): 

### Community 341 - "Community 341"
Cohesion: 1.0
Nodes (0): 

### Community 342 - "Community 342"
Cohesion: 1.0
Nodes (0): 

### Community 343 - "Community 343"
Cohesion: 1.0
Nodes (0): 

### Community 344 - "Community 344"
Cohesion: 1.0
Nodes (0): 

### Community 345 - "Community 345"
Cohesion: 1.0
Nodes (0): 

### Community 346 - "Community 346"
Cohesion: 1.0
Nodes (0): 

### Community 347 - "Community 347"
Cohesion: 1.0
Nodes (0): 

### Community 348 - "Community 348"
Cohesion: 1.0
Nodes (0): 

### Community 349 - "Community 349"
Cohesion: 1.0
Nodes (0): 

### Community 350 - "Community 350"
Cohesion: 1.0
Nodes (0): 

### Community 351 - "Community 351"
Cohesion: 1.0
Nodes (0): 

### Community 352 - "Community 352"
Cohesion: 1.0
Nodes (0): 

### Community 353 - "Community 353"
Cohesion: 1.0
Nodes (0): 

### Community 354 - "Community 354"
Cohesion: 1.0
Nodes (0): 

### Community 355 - "Community 355"
Cohesion: 1.0
Nodes (0): 

### Community 356 - "Community 356"
Cohesion: 1.0
Nodes (0): 

### Community 357 - "Community 357"
Cohesion: 1.0
Nodes (0): 

### Community 358 - "Community 358"
Cohesion: 1.0
Nodes (0): 

### Community 359 - "Community 359"
Cohesion: 1.0
Nodes (0): 

### Community 360 - "Community 360"
Cohesion: 1.0
Nodes (0): 

### Community 361 - "Community 361"
Cohesion: 1.0
Nodes (0): 

### Community 362 - "Community 362"
Cohesion: 1.0
Nodes (0): 

### Community 363 - "Community 363"
Cohesion: 1.0
Nodes (0): 

### Community 364 - "Community 364"
Cohesion: 1.0
Nodes (0): 

### Community 365 - "Community 365"
Cohesion: 1.0
Nodes (0): 

### Community 366 - "Community 366"
Cohesion: 1.0
Nodes (0): 

### Community 367 - "Community 367"
Cohesion: 1.0
Nodes (0): 

### Community 368 - "Community 368"
Cohesion: 1.0
Nodes (0): 

### Community 369 - "Community 369"
Cohesion: 1.0
Nodes (0): 

### Community 370 - "Community 370"
Cohesion: 1.0
Nodes (0): 

### Community 371 - "Community 371"
Cohesion: 1.0
Nodes (0): 

### Community 372 - "Community 372"
Cohesion: 1.0
Nodes (0): 

### Community 373 - "Community 373"
Cohesion: 1.0
Nodes (0): 

### Community 374 - "Community 374"
Cohesion: 1.0
Nodes (0): 

### Community 375 - "Community 375"
Cohesion: 1.0
Nodes (0): 

### Community 376 - "Community 376"
Cohesion: 1.0
Nodes (0): 

### Community 377 - "Community 377"
Cohesion: 1.0
Nodes (0): 

### Community 378 - "Community 378"
Cohesion: 1.0
Nodes (0): 

### Community 379 - "Community 379"
Cohesion: 1.0
Nodes (0): 

### Community 380 - "Community 380"
Cohesion: 1.0
Nodes (0): 

### Community 381 - "Community 381"
Cohesion: 1.0
Nodes (0): 

### Community 382 - "Community 382"
Cohesion: 1.0
Nodes (0): 

### Community 383 - "Community 383"
Cohesion: 1.0
Nodes (0): 

### Community 384 - "Community 384"
Cohesion: 1.0
Nodes (0): 

### Community 385 - "Community 385"
Cohesion: 1.0
Nodes (0): 

### Community 386 - "Community 386"
Cohesion: 1.0
Nodes (0): 

### Community 387 - "Community 387"
Cohesion: 1.0
Nodes (0): 

### Community 388 - "Community 388"
Cohesion: 1.0
Nodes (0): 

### Community 389 - "Community 389"
Cohesion: 1.0
Nodes (0): 

### Community 390 - "Community 390"
Cohesion: 1.0
Nodes (0): 

### Community 391 - "Community 391"
Cohesion: 1.0
Nodes (0): 

### Community 392 - "Community 392"
Cohesion: 1.0
Nodes (0): 

### Community 393 - "Community 393"
Cohesion: 1.0
Nodes (0): 

### Community 394 - "Community 394"
Cohesion: 1.0
Nodes (0): 

### Community 395 - "Community 395"
Cohesion: 1.0
Nodes (0): 

### Community 396 - "Community 396"
Cohesion: 1.0
Nodes (0): 

### Community 397 - "Community 397"
Cohesion: 1.0
Nodes (0): 

### Community 398 - "Community 398"
Cohesion: 1.0
Nodes (0): 

### Community 399 - "Community 399"
Cohesion: 1.0
Nodes (0): 

### Community 400 - "Community 400"
Cohesion: 1.0
Nodes (0): 

### Community 401 - "Community 401"
Cohesion: 1.0
Nodes (0): 

### Community 402 - "Community 402"
Cohesion: 1.0
Nodes (0): 

### Community 403 - "Community 403"
Cohesion: 1.0
Nodes (0): 

### Community 404 - "Community 404"
Cohesion: 1.0
Nodes (0): 

### Community 405 - "Community 405"
Cohesion: 1.0
Nodes (0): 

### Community 406 - "Community 406"
Cohesion: 1.0
Nodes (0): 

### Community 407 - "Community 407"
Cohesion: 1.0
Nodes (0): 

### Community 408 - "Community 408"
Cohesion: 1.0
Nodes (0): 

### Community 409 - "Community 409"
Cohesion: 1.0
Nodes (0): 

### Community 410 - "Community 410"
Cohesion: 1.0
Nodes (0): 

### Community 411 - "Community 411"
Cohesion: 1.0
Nodes (0): 

### Community 412 - "Community 412"
Cohesion: 1.0
Nodes (0): 

### Community 413 - "Community 413"
Cohesion: 1.0
Nodes (0): 

### Community 414 - "Community 414"
Cohesion: 1.0
Nodes (0): 

### Community 415 - "Community 415"
Cohesion: 1.0
Nodes (0): 

### Community 416 - "Community 416"
Cohesion: 1.0
Nodes (0): 

### Community 417 - "Community 417"
Cohesion: 1.0
Nodes (0): 

### Community 418 - "Community 418"
Cohesion: 1.0
Nodes (0): 

### Community 419 - "Community 419"
Cohesion: 1.0
Nodes (0): 

### Community 420 - "Community 420"
Cohesion: 1.0
Nodes (0): 

### Community 421 - "Community 421"
Cohesion: 1.0
Nodes (0): 

### Community 422 - "Community 422"
Cohesion: 1.0
Nodes (0): 

### Community 423 - "Community 423"
Cohesion: 1.0
Nodes (0): 

### Community 424 - "Community 424"
Cohesion: 1.0
Nodes (0): 

### Community 425 - "Community 425"
Cohesion: 1.0
Nodes (0): 

### Community 426 - "Community 426"
Cohesion: 1.0
Nodes (0): 

### Community 427 - "Community 427"
Cohesion: 1.0
Nodes (0): 

### Community 428 - "Community 428"
Cohesion: 1.0
Nodes (0): 

### Community 429 - "Community 429"
Cohesion: 1.0
Nodes (0): 

### Community 430 - "Community 430"
Cohesion: 1.0
Nodes (0): 

### Community 431 - "Community 431"
Cohesion: 1.0
Nodes (0): 

### Community 432 - "Community 432"
Cohesion: 1.0
Nodes (0): 

### Community 433 - "Community 433"
Cohesion: 1.0
Nodes (0): 

### Community 434 - "Community 434"
Cohesion: 1.0
Nodes (0): 

### Community 435 - "Community 435"
Cohesion: 1.0
Nodes (0): 

### Community 436 - "Community 436"
Cohesion: 1.0
Nodes (0): 

### Community 437 - "Community 437"
Cohesion: 1.0
Nodes (0): 

### Community 438 - "Community 438"
Cohesion: 1.0
Nodes (0): 

### Community 439 - "Community 439"
Cohesion: 1.0
Nodes (0): 

### Community 440 - "Community 440"
Cohesion: 1.0
Nodes (0): 

### Community 441 - "Community 441"
Cohesion: 1.0
Nodes (0): 

### Community 442 - "Community 442"
Cohesion: 1.0
Nodes (0): 

### Community 443 - "Community 443"
Cohesion: 1.0
Nodes (0): 

### Community 444 - "Community 444"
Cohesion: 1.0
Nodes (0): 

### Community 445 - "Community 445"
Cohesion: 1.0
Nodes (0): 

### Community 446 - "Community 446"
Cohesion: 1.0
Nodes (0): 

### Community 447 - "Community 447"
Cohesion: 1.0
Nodes (0): 

### Community 448 - "Community 448"
Cohesion: 1.0
Nodes (0): 

### Community 449 - "Community 449"
Cohesion: 1.0
Nodes (0): 

### Community 450 - "Community 450"
Cohesion: 1.0
Nodes (0): 

### Community 451 - "Community 451"
Cohesion: 1.0
Nodes (0): 

### Community 452 - "Community 452"
Cohesion: 1.0
Nodes (0): 

### Community 453 - "Community 453"
Cohesion: 1.0
Nodes (0): 

### Community 454 - "Community 454"
Cohesion: 1.0
Nodes (0): 

### Community 455 - "Community 455"
Cohesion: 1.0
Nodes (0): 

### Community 456 - "Community 456"
Cohesion: 1.0
Nodes (0): 

### Community 457 - "Community 457"
Cohesion: 1.0
Nodes (0): 

### Community 458 - "Community 458"
Cohesion: 1.0
Nodes (0): 

### Community 459 - "Community 459"
Cohesion: 1.0
Nodes (0): 

### Community 460 - "Community 460"
Cohesion: 1.0
Nodes (0): 

### Community 461 - "Community 461"
Cohesion: 1.0
Nodes (0): 

### Community 462 - "Community 462"
Cohesion: 1.0
Nodes (0): 

### Community 463 - "Community 463"
Cohesion: 1.0
Nodes (0): 

### Community 464 - "Community 464"
Cohesion: 1.0
Nodes (0): 

### Community 465 - "Community 465"
Cohesion: 1.0
Nodes (0): 

### Community 466 - "Community 466"
Cohesion: 1.0
Nodes (0): 

### Community 467 - "Community 467"
Cohesion: 1.0
Nodes (0): 

### Community 468 - "Community 468"
Cohesion: 1.0
Nodes (0): 

### Community 469 - "Community 469"
Cohesion: 1.0
Nodes (0): 

### Community 470 - "Community 470"
Cohesion: 1.0
Nodes (0): 

### Community 471 - "Community 471"
Cohesion: 1.0
Nodes (0): 

### Community 472 - "Community 472"
Cohesion: 1.0
Nodes (0): 

### Community 473 - "Community 473"
Cohesion: 1.0
Nodes (0): 

### Community 474 - "Community 474"
Cohesion: 1.0
Nodes (0): 

### Community 475 - "Community 475"
Cohesion: 1.0
Nodes (0): 

### Community 476 - "Community 476"
Cohesion: 1.0
Nodes (0): 

### Community 477 - "Community 477"
Cohesion: 1.0
Nodes (0): 

### Community 478 - "Community 478"
Cohesion: 1.0
Nodes (0): 

### Community 479 - "Community 479"
Cohesion: 1.0
Nodes (0): 

### Community 480 - "Community 480"
Cohesion: 1.0
Nodes (0): 

### Community 481 - "Community 481"
Cohesion: 1.0
Nodes (0): 

### Community 482 - "Community 482"
Cohesion: 1.0
Nodes (0): 

### Community 483 - "Community 483"
Cohesion: 1.0
Nodes (0): 

### Community 484 - "Community 484"
Cohesion: 1.0
Nodes (0): 

### Community 485 - "Community 485"
Cohesion: 1.0
Nodes (0): 

### Community 486 - "Community 486"
Cohesion: 1.0
Nodes (0): 

### Community 487 - "Community 487"
Cohesion: 1.0
Nodes (0): 

### Community 488 - "Community 488"
Cohesion: 1.0
Nodes (0): 

### Community 489 - "Community 489"
Cohesion: 1.0
Nodes (0): 

### Community 490 - "Community 490"
Cohesion: 1.0
Nodes (0): 

### Community 491 - "Community 491"
Cohesion: 1.0
Nodes (0): 

### Community 492 - "Community 492"
Cohesion: 1.0
Nodes (0): 

### Community 493 - "Community 493"
Cohesion: 1.0
Nodes (0): 

### Community 494 - "Community 494"
Cohesion: 1.0
Nodes (0): 

### Community 495 - "Community 495"
Cohesion: 1.0
Nodes (0): 

### Community 496 - "Community 496"
Cohesion: 1.0
Nodes (0): 

### Community 497 - "Community 497"
Cohesion: 1.0
Nodes (0): 

### Community 498 - "Community 498"
Cohesion: 1.0
Nodes (0): 

### Community 499 - "Community 499"
Cohesion: 1.0
Nodes (0): 

### Community 500 - "Community 500"
Cohesion: 1.0
Nodes (0): 

### Community 501 - "Community 501"
Cohesion: 1.0
Nodes (0): 

### Community 502 - "Community 502"
Cohesion: 1.0
Nodes (0): 

### Community 503 - "Community 503"
Cohesion: 1.0
Nodes (0): 

### Community 504 - "Community 504"
Cohesion: 1.0
Nodes (0): 

### Community 505 - "Community 505"
Cohesion: 1.0
Nodes (0): 

### Community 506 - "Community 506"
Cohesion: 1.0
Nodes (0): 

### Community 507 - "Community 507"
Cohesion: 1.0
Nodes (0): 

### Community 508 - "Community 508"
Cohesion: 1.0
Nodes (0): 

### Community 509 - "Community 509"
Cohesion: 1.0
Nodes (0): 

### Community 510 - "Community 510"
Cohesion: 1.0
Nodes (0): 

### Community 511 - "Community 511"
Cohesion: 1.0
Nodes (0): 

### Community 512 - "Community 512"
Cohesion: 1.0
Nodes (0): 

### Community 513 - "Community 513"
Cohesion: 1.0
Nodes (0): 

### Community 514 - "Community 514"
Cohesion: 1.0
Nodes (0): 

### Community 515 - "Community 515"
Cohesion: 1.0
Nodes (0): 

### Community 516 - "Community 516"
Cohesion: 1.0
Nodes (0): 

### Community 517 - "Community 517"
Cohesion: 1.0
Nodes (0): 

### Community 518 - "Community 518"
Cohesion: 1.0
Nodes (0): 

### Community 519 - "Community 519"
Cohesion: 1.0
Nodes (0): 

### Community 520 - "Community 520"
Cohesion: 1.0
Nodes (0): 

### Community 521 - "Community 521"
Cohesion: 1.0
Nodes (0): 

### Community 522 - "Community 522"
Cohesion: 1.0
Nodes (0): 

### Community 523 - "Community 523"
Cohesion: 1.0
Nodes (0): 

### Community 524 - "Community 524"
Cohesion: 1.0
Nodes (0): 

### Community 525 - "Community 525"
Cohesion: 1.0
Nodes (0): 

### Community 526 - "Community 526"
Cohesion: 1.0
Nodes (0): 

### Community 527 - "Community 527"
Cohesion: 1.0
Nodes (0): 

### Community 528 - "Community 528"
Cohesion: 1.0
Nodes (0): 

### Community 529 - "Community 529"
Cohesion: 1.0
Nodes (0): 

### Community 530 - "Community 530"
Cohesion: 1.0
Nodes (0): 

### Community 531 - "Community 531"
Cohesion: 1.0
Nodes (0): 

### Community 532 - "Community 532"
Cohesion: 1.0
Nodes (0): 

### Community 533 - "Community 533"
Cohesion: 1.0
Nodes (0): 

### Community 534 - "Community 534"
Cohesion: 1.0
Nodes (0): 

## Knowledge Gaps
- **Thin community `Community 293`** (2 nodes): `initializeServices()`, `bootstrap.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 294`** (2 nodes): `createInput()`, `consolidation-score-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 295`** (2 nodes): `createRelationGraph()`, `relation-graph-factory.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 296`** (2 nodes): `createBaseSchema()`, `database-lock-scenarios.integration.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 297`** (2 nodes): `wal-checkpoint-scheduler.spec.ts`, `uniqueWalTestDbPath()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 298`** (2 nodes): `openLockTestDatabase()`, `database-lock-monitor.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 299`** (2 nodes): `createProgress()`, `migration-monitor-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 300`** (2 nodes): `createCoreMemoryRepository()`, `core-memory-repository.factory.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 301`** (2 nodes): `createCoreMemoryTable()`, `core-memory-auto-load.integration.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 302`** (2 nodes): `migrateDatabase()`, `migrate.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 303`** (2 nodes): `createBaseSchema()`, `migration-runner.integration.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 304`** (2 nodes): `createBaseSchema()`, `008-arigraph-schema-expansion.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 305`** (2 nodes): `createBaseSchema()`, `011-meta-memory-stats-schema.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 306`** (2 nodes): `createBaseSchema()`, `009-quality-assurance-schema.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 307`** (2 nodes): `createBaseSchema()`, `002-mirix-schema-expansion.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 308`** (2 nodes): `createSchemaWith018()`, `019-backfill-kg-triple-from-memory-item.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 309`** (2 nodes): `createBaseSchema()`, `004-anchor-table.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 310`** (2 nodes): `createBaseSchema()`, `010-add-core-memory-version.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 311`** (2 nodes): `createBaseSchema()`, `007-procedural-memory-enhancement.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 312`** (2 nodes): `createBaseSchema()`, `003-consolidation-score-fields.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 313`** (2 nodes): `shouldRetry()`, `retry-manager.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 314`** (2 nodes): `initializeTestDatabase()`, `batch-scheduler-consolidation-score.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 315`** (2 nodes): `createQualityTables()`, `quality-measurement-batch-job.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 316`** (2 nodes): `emitTfidfFallbackWarningIfNeeded()`, `embedding-provider-diagnostics.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 317`** (2 nodes): `validateAndNormalizeDbPath()`, `db-path.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 318`** (2 nodes): `operation()`, `error-handling.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 319`** (2 nodes): `withErrorHandling()`, `error-handling.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 320`** (2 nodes): `ensureMetaMemoryStatsSchema()`, `ensure-meta-memory-stats-schema.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 321`** (2 nodes): `initializeTestDatabase()`, `procedural-memory-change-detector.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 322`** (2 nodes): `ensureQualityAssuranceSchema()`, `ensure-quality-assurance-schema.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 323`** (2 nodes): `initializeTestDatabase()`, `procedural-memory-extractor.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 324`** (2 nodes): `assertMacroCategory()`, `benchmark.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 325`** (2 nodes): `isMemoryItemType()`, `index.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 326`** (2 nodes): `validateConfig()`, `index.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 327`** (2 nodes): `initializeTestDatabase()`, `set-anchor-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 328`** (2 nodes): `initializeTestDatabase()`, `search-local-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 329`** (2 nodes): `vector-search-engine-types.ts`, `isInitializableVectorSearchEngine()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 330`** (2 nodes): `resolveRepoRankingProfile()`, `hybrid-search.factory.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 331`** (2 nodes): `normalizeSearchBySimilarityOutcome()`, `hybrid-search-outcome-utils.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 332`** (2 nodes): `vector-performance-tester.spec.ts`, `createMockPerformanceRepository()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 333`** (2 nodes): `vector-search.service.spec.ts`, `createMockRepository()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 334`** (2 nodes): `vector-search-facade.spec.ts`, `createMockRepositories()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 335`** (2 nodes): `vector-index-manager.spec.ts`, `createMockIndexRepository()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 336`** (2 nodes): `telemetry-repository.spec.ts`, `openTelemetryDb()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 337`** (2 nodes): `createKgTripleTable()`, `kg-triple-repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 338`** (2 nodes): `createProcessAttributeTable()`, `process-attribute-repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 339`** (2 nodes): `createKnowledgeVaultTable()`, `knowledge-vault-repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 340`** (2 nodes): `createCoreMemoryTable()`, `core-memory-repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 341`** (2 nodes): `createSchema()`, `procedural-diff-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 342`** (2 nodes): `createSchema()`, `procedural-rollback-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 343`** (2 nodes): `initializeTestDatabase()`, `remember-procedure-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 344`** (2 nodes): `parseData()`, `feedback-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 345`** (2 nodes): `updateRepresentativeRepetitionMeta()`, `repetition-meta-update-service.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 346`** (2 nodes): `createBaseSchema()`, `meta-memory-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 347`** (2 nodes): `createKnowledgeVaultTable()`, `knowledge-vault-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 348`** (2 nodes): `createSchema()`, `procedural-rollback-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 349`** (2 nodes): `createSchema()`, `procedural-versioning.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 350`** (2 nodes): `createBaseSchema()`, `meta-memory-introspection-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 351`** (2 nodes): `createSchema()`, `procedural-memory-diff.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 352`** (2 nodes): `applyConsolidationTestSchema()`, `consolidation-test-schema.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 353`** (2 nodes): `summarization-service.spec.ts`, `row()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 354`** (2 nodes): `ep()`, `clustering-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 355`** (2 nodes): `createMemoryDbWithKgTriple()`, `extract-triples-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 356`** (2 nodes): `createTestMemory()`, `relation-extractor.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 357`** (2 nodes): `createTestMemory()`, `rule-based-relation-extractor.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 358`** (2 nodes): `triple-pipeline-orchestrator.spec.ts`, `extract()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 359`** (2 nodes): `triple-text-chunker.ts`, `splitTextIntoChunks()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 360`** (2 nodes): `triple-input-normalizer.ts`, `normalizeChatMessagesToText()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 361`** (2 nodes): `executeResolveError()`, `resolve-error.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 362`** (2 nodes): `executeErrorStats()`, `error-stats.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 363`** (2 nodes): `createBaseSchema()`, `get-meta-memory-stats-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 364`** (2 nodes): `restoreEnvValue()`, `runtime-diagnostics-logger.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 365`** (2 nodes): `createQualityThresholdsTable()`, `quality-evaluator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 366`** (2 nodes): `createQualityThresholdsTable()`, `quality-threshold-manager.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 367`** (2 nodes): `test-sleep-consolidation-isolation.spec.ts`, `measureRecall()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 368`** (2 nodes): `test-feedback-ranking.spec.ts`, `parseItems()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 369`** (2 nodes): `test-sleep-consolidation.spec.ts`, `seedCluster()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 370`** (1 nodes): `triple-extraction-logger.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 371`** (1 nodes): `database-optimize-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 372`** (1 nodes): `database-optimizer.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 373`** (1 nodes): `core-memory-repository.factory.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 374`** (1 nodes): `cache-version-sync.integration.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 375`** (1 nodes): `init.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 376`** (1 nodes): `migrate.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 377`** (1 nodes): `schema-version-manager.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 378`** (1 nodes): `migration-logger.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 379`** (1 nodes): `types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 380`** (1 nodes): `migration-detector.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 381`** (1 nodes): `backup-manager.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 382`** (1 nodes): `dependency-validator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 383`** (1 nodes): `sqlite-core-memory-adapter.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 384`** (1 nodes): `core-memory-repository-sqlite.impl.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 385`** (1 nodes): `cache-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 386`** (1 nodes): `file-logger.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 387`** (1 nodes): `health-checker.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 388`** (1 nodes): `relation-validator-executor.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 389`** (1 nodes): `telemetry-cleanup-batch-job.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 390`** (1 nodes): `sleep-consolidation-batch-job.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 391`** (1 nodes): `reflection-notes-schema.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 392`** (1 nodes): `stopwords.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 393`** (1 nodes): `db-path.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 394`** (1 nodes): `fts5-migration-status.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 395`** (1 nodes): `procedural-memory-extractor.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 396`** (1 nodes): `type-param-validator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 397`** (1 nodes): `environment-check.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 398`** (1 nodes): `write-coalescing.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 399`** (1 nodes): `configuration-validator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 400`** (1 nodes): `logger.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 401`** (1 nodes): `relation-type-converter.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 402`** (1 nodes): `sql-security-validator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 403`** (1 nodes): `path-validator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 404`** (1 nodes): `triple-cache.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 405`** (1 nodes): `type-param-validator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 406`** (1 nodes): `logger-schema-validation.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 407`** (1 nodes): `logging-rate-limiter.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 408`** (1 nodes): `logger-schema.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 409`** (1 nodes): `pii-masker-env-control.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 410`** (1 nodes): `logging-helpers.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 411`** (1 nodes): `pii-masker-integration.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 412`** (1 nodes): `migration.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 413`** (1 nodes): `consolidation-score.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 414`** (1 nodes): `consolidation.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 415`** (1 nodes): `vector-search.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 416`** (1 nodes): `spaced-repetition.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 417`** (1 nodes): `procedural-versioning.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 418`** (1 nodes): `triple-extraction.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 419`** (1 nodes): `feedback.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 420`** (1 nodes): `embedding.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 421`** (1 nodes): `relation-graph.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 422`** (1 nodes): `failure-event.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 423`** (1 nodes): `error-types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 424`** (1 nodes): `ranking.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 425`** (1 nodes): `alerts.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 426`** (1 nodes): `search.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 427`** (1 nodes): `index.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 428`** (1 nodes): `embedding-provider-monitoring.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 429`** (1 nodes): `constants.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 430`** (1 nodes): `vector-search.config.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 431`** (1 nodes): `ranking-weights-loader.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 432`** (1 nodes): `constants.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 433`** (1 nodes): `config-validation.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 434`** (1 nodes): `retry-options-loader.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 435`** (1 nodes): `config-loader-utils.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 436`** (1 nodes): `relation-constants.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 437`** (1 nodes): `introspection-constants.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 438`** (1 nodes): `http-bind-policy.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 439`** (1 nodes): `reflexion-worker.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 440`** (1 nodes): `retry-manager.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 441`** (1 nodes): `cache.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 442`** (1 nodes): `async-task-queue.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 443`** (1 nodes): `error-logging.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 444`** (1 nodes): `spaced-repetition.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 445`** (1 nodes): `consolidation-score.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 446`** (1 nodes): `database.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 447`** (1 nodes): `database-optimizer.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 448`** (1 nodes): `batch-scheduler.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 449`** (1 nodes): `llm-client-initializer.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 450`** (1 nodes): `fallback-search-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 451`** (1 nodes): `anchor-manager.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 452`** (1 nodes): `anchor-search-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 453`** (1 nodes): `query-filter-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 454`** (1 nodes): `anchor-cache-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 455`** (1 nodes): `search-strategy-interfaces.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 456`** (1 nodes): `embedding-types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 457`** (1 nodes): `n-hop-search-strategy.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 458`** (1 nodes): `index.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 459`** (1 nodes): `query-filter-strategy.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 460`** (1 nodes): `database-types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 461`** (1 nodes): `local-search-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 462`** (1 nodes): `n-hop-search-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 463`** (1 nodes): `vector-search.factory.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 464`** (1 nodes): `procedural-memory-matcher.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 465`** (1 nodes): `search-ranking.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 466`** (1 nodes): `hybrid-search-engine-consolidation.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 467`** (1 nodes): `process-attribute-fit.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 468`** (1 nodes): `search-engine.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 469`** (1 nodes): `search-result-combiner-consolidation.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 470`** (1 nodes): `vector-performance.repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 471`** (1 nodes): `vector-search.repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 472`** (1 nodes): `vector-search-result-normalizer.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 473`** (1 nodes): `spaced-repetition.factory.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 474`** (1 nodes): `spaced-repetition-refactored.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 475`** (1 nodes): `spaced-repetition.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 476`** (1 nodes): `forgetting-algorithm.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 477`** (1 nodes): `forgetting-stats-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 478`** (1 nodes): `forgetting-policy-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 479`** (1 nodes): `review-scheduling.service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 480`** (1 nodes): `interval-calculation.service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 481`** (1 nodes): `index.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 482`** (1 nodes): `telemetry.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 483`** (1 nodes): `telemetry-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 484`** (1 nodes): `core-memory-repository.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 485`** (1 nodes): `core-memory-database.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 486`** (1 nodes): `core-memory-repository.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 487`** (1 nodes): `feedback-repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 488`** (1 nodes): `get-memory-neighbors-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 489`** (1 nodes): `telemetry-instrumentation.integration.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 490`** (1 nodes): `forget-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 491`** (1 nodes): `cleanup-memory-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 492`** (1 nodes): `get-introspection-summary-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 493`** (1 nodes): `memory-injection-prompt.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 494`** (1 nodes): `unpin-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 495`** (1 nodes): `pin-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 496`** (1 nodes): `procedural-llm-extractor.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 497`** (1 nodes): `introspection-scan-cache.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 498`** (1 nodes): `repetition-meta-update-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 499`** (1 nodes): `memory-neighbor-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 500`** (1 nodes): `memory-embedding-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 501`** (1 nodes): `core-memory-cache-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 502`** (1 nodes): `semantic-memory-update-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 503`** (1 nodes): `index.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 504`** (1 nodes): `consolidation-repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 505`** (1 nodes): `relation-quality-validator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 506`** (1 nodes): `llm-provider-integration.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 507`** (1 nodes): `triple-extraction-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 508`** (1 nodes): `interfaces.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 509`** (1 nodes): `triple-chunk-merge.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 510`** (1 nodes): `triple-text-chunker.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 511`** (1 nodes): `predicate-canonicalizer.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 512`** (1 nodes): `triple-input-normalizer.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 513`** (1 nodes): `entity-linker.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 514`** (1 nodes): `triple-normalizer.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 515`** (1 nodes): `interfaces.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 516`** (1 nodes): `triple-extractor.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 517`** (1 nodes): `triple-parser.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 518`** (1 nodes): `embedding-provider-factory.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 519`** (1 nodes): `retry-manager-usage.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 520`** (1 nodes): `vector-compatibility-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 521`** (1 nodes): `embedding-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 522`** (1 nodes): `unified-embedding-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 523`** (1 nodes): `minilm-embedding-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 524`** (1 nodes): `performance-stats-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 525`** (1 nodes): `resolve-error.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 526`** (1 nodes): `error-stats.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 527`** (1 nodes): `failure-detector.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 528`** (1 nodes): `error-logging-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 529`** (1 nodes): `alert-notification-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 530`** (1 nodes): `performance-alert-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 531`** (1 nodes): `quality-metrics-collector.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 532`** (1 nodes): `types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 533`** (1 nodes): `benchmark-search-database.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 534`** (1 nodes): `copy-assets.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.

## Suggested Questions
_Questions this graph is uniquely positioned to answer:_

- **Should `Scheduler Orchestrator` be split into smaller, more focused modules?**
  _Cohesion score 0.08 - nodes in this community are weakly interconnected._
- **Should `Hybrid Search Engine` be split into smaller, more focused modules?**
  _Cohesion score 0.07 - nodes in this community are weakly interconnected._
- **Should `Async Task Queue` be split into smaller, more focused modules?**
  _Cohesion score 0.06 - nodes in this community are weakly interconnected._
- **Should `Performance Monitor` be split into smaller, more focused modules?**
  _Cohesion score 0.07 - nodes in this community are weakly interconnected._
- **Should `Cache Services` be split into smaller, more focused modules?**
  _Cohesion score 0.1 - nodes in this community are weakly interconnected._
- **Should `Search Quality Metrics` be split into smaller, more focused modules?**
  _Cohesion score 0.08 - nodes in this community are weakly interconnected._
- **Should `Ranking Engine` be split into smaller, more focused modules?**
  _Cohesion score 0.11 - nodes in this community are weakly interconnected._